Guangyue Xu
4 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(3)
Learning Paradigms · Artificial Intelligence
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
few-shot learning
(2)
compositional concept
(2)
transductive learning
(1)
commonsense knowledge
(1)
visual grounding
(1)
prompt learning
(1)
compositional learning
(1)
natural language communication
(1)
vision-language model
(1)
cross-attention mechanism
(1)
compositional zero-shot learning
(1)
visual language model
(1)
soft prompting
(1)
graph neural network
(1)
retrieval module
(1)
interactive task learning
(1)
episode-based training
(1)
physical agent
(1)
contrastive learning
(1)
cognitive robot
(1)
Papers
GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning
WACV 2024
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition
EMNLP 2023
Zero-Shot Compositional Concept Learning
ACL 2021
Language to Action: Towards Interactive Task Learning with Physical Agents
IJCAI 2018